Hung-Jin Lin

Mail / LinkedIn / GitHub / Google Scholar

I am a research engineer at Mediatek. My expertise lies in mobile computational photography using deep learning. I hold a Master's degree in Computer Science from National Tsing Hua University, where I worked with Shang-Hong Lai in the Computer Vision Lab. There, I developed a strong foundation in computer vision and deep learning, which has been invaluable in my current role.
At Mediatek, I develop advanced computer vision algorithms for mobile computational photography, pushing industry boundaries. I am currently exploring new techniques for smartphone photography and collaborating with talented individuals.

Experience

mediatek

Mediatek Inc.

May 2021 - Present Sr. Machine Learning and Computer Vision Algorithm Engineer

Oct 2018 - May 2021 Machine Learning and Computer Vision Algorithm Engineer

National Tsing Hua University

Sep 2016 - Jul 2018 M.S Degree in Computer Science

Sep 2012 - Jun 2016 B.S Degree in Computer Science

Research

su2020explorable

Explorable Tone Mapping Operators

Chien-Chuan Su, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Soo-Chang Pei

25th International Conference on Pattern Recognition (ICPR), 2020.
Paper

chang2020learning

Learning Camera-Aware Noise Models

Ke-Chi Chang, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Hwann-Tzong Chen

Proceedings of European Conference on Computer Vision (ECCV), 2020.
Paper / Project page / Code

lin2019deeproom

DeepRoom: 3D Room Layout and Pose Estimation from a Single Image

Hung-Jin Lin, Shang-Hong Lai

Asian Conference on Pattern Recognition (ACPR), 2019.
Paper

lin2019layout

Indoor Scene Layout Estimation from a Single Image

Hung-Jin Lin, Sheng-Wei Huang, Shang-Hong Lai, Chen-Kuo Chiang

Proceedings of the 24th International Conference on Pattern Recognition (ICPR), 2018.
Paper / Project page / Code

tseng2017inpaint

General Deep Image Completion with Lightweight Conditional Generative Adversarial Networks

Ching Wei Tseng, Hung-Jin Lin, Shang-Hong Lai

Proceedings of the British Machine Vision Conference (BMVC), 2017.
Paper / Code / Talk

Service

Served as a reviewer in

Computer Vision and Pattern Recognition Conference (CVPR), 2023 / Outstanding Reviewer award
International Conference on Computer Vision (ICCV), 2023
Conference on Neural Information Processing Systems (NeurIPS), 2023